Octane-NIR

Example of NIR spectrogram processing for regression using Python. Based on this guide from Mathworks.

• Used packages:
  • numpy
  • sklearn
  • pandas
  • matplotlib

Datasets

• octane.xlsx - octane NIR dataset provided by CAMO Software. Available here
• gasoline.csv - gasoline NIR dataset exported from pls R package

Preview:

Resources:

• A simple explanation of Partial Least Squares
• Partial Least Squares. A tutorial